Due to restrictions following results are derived from synthetic data to demonstrate capability of Computational Healthcare. Please do no derive any inferences from results below.

Visits
Adult patients (Age > 20 years)

3,040

Sex Count
Male 1480
Female 1560
In hospital
Mortality

29.61 %

Length of Stay Distribution
Mean LOS: 8.57 days FQ: 4 days Median: 6 days TQ: 11 days
Aggregation Policy
Minimum count20
Multiple10
Min hospitals2
Min subset100

Temporal Distribution : Admission all sources ( N1_a ) followed by Venous catheterization, not elsewhere classified ( P3893 )

Mean ΔT: 2.64 days FQ: 0 days Median: 1 days TQ: 4 days

Variation by ΔT for

Source Distribution
Source Count
Routine, birth, etc 530
Another hospital 500
Another health facility including LTC 490
Emergency department 470
Unknown 480
Court/Law enforcement 550
Disposition Distribution
Disposition Count
Routine 590
Transfer to short-term hospital 130
Home Health Care 480
Died in hospital 900
Transfer other SNF, ICF, etc. 890
Unknown, Alive 20
Payer Distribution
Payer Count
Medicare 430
Medicaid 450
Private insurance 480
Self-pay 440
Other payer 400
Unknown payer 410
No charge 400
Race Distribution
Race Count
White 420
Black 440
Hispanic 420
Asian or Pacific Islander 420
Native American 450
Other 430
Race missing, unknown 450
State variation
S1 S2
Count 1490 1540
Sex : Male 48.3% 49.4%
Sex : Female 51.7% 50.6%
Source : Routine, birth, etc 17.4% 16.9%
Source : Another hospital 15.4% 16.9%
Source : Another health facility including LTC 15.4% 16.9%
Source : Emergency department 16.1% 14.9%
Source : Unknown 16.1% 14.9%
Source : Court/Law enforcement 18.1% 18.2%
Disposition : Routine 18.8% 20.1%
Disposition : Transfer to short-term hospital 4.0% 3.9%
Disposition : Home Health Care 15.4% 15.6%
Disposition : Died in hospital 28.9% 29.9%
Disposition : Transfer other SNF, ICF, etc. 30.2% 28.6%
Payer : Medicare 14.1% 14.3%
Payer : Medicaid 16.1% 13.6%
Payer : Private insurance 15.4% 15.6%
Payer : Self-pay 14.1% 14.3%
Payer : Other payer 13.4% 13.0%
Payer : Unknown payer 12.8% 14.3%
Payer : No charge 13.4% 13.0%
Race : White 12.1% 15.6%
Race : Black 14.1% 14.3%
Race : Hispanic 14.1% 13.6%
Race : Asian or Pacific Islander 12.8% 14.9%
Race : Native American 15.4% 14.3%
Race : Other 15.4% 12.3%
Race : Race missing, unknown 14.8% 14.3%
Yearly variation
2006 2007 2008 2009 2010 2011
Count 560 460 500 510 520 480
Sex : Male 46.4% 47.8% 44.0% 47.1% 50.0% 50.0%
Sex : Female 51.8% 50.0% 54.0% 51.0% 50.0% 47.9%
Source : Routine, birth, etc 16.1% 17.4% 16.0% 15.7% 17.3% 18.8%
Source : Another hospital 16.1% 15.2% 14.0% 15.7% 17.3% 16.7%
Source : Another health facility including LTC 16.1% 15.2% 16.0% 11.8% 17.3% 14.6%
Source : Emergency department 14.3% 15.2% 14.0% 15.7% 15.4% 16.7%
Source : Unknown 16.1% 15.2% 16.0% 15.7% 15.4% 14.6%
Source : Court/Law enforcement 17.9% 17.4% 20.0% 19.6% 15.4% 14.6%
Disposition : Routine 12.5% 15.2% 16.0% 19.6% 23.1% 25.0%
Disposition : Transfer to short-term hospital 3.6% 0% 4.0% 3.9% 0% 4.2%
Disposition : Died in hospital 30.4% 32.6% 32.0% 25.5% 26.9% 22.9%
Disposition : Transfer other SNF, ICF, etc. 35.7% 30.4% 26.0% 29.4% 25.0% 27.1%
Disposition : Home Health Care 12.5% 13.0% 16.0% 15.7% 17.3% 16.7%
Payer : Medicare 14.3% 13.0% 14.0% 13.7% 13.5% 12.5%
Payer : Medicaid 14.3% 13.0% 14.0% 15.7% 13.5% 14.6%
Payer : Private insurance 14.3% 17.4% 14.0% 15.7% 11.5% 16.7%
Payer : Other payer 14.3% 10.9% 12.0% 11.8% 11.5% 14.6%
Payer : Unknown payer 12.5% 8.7% 14.0% 11.8% 17.3% 12.5%
Payer : No charge 14.3% 13.0% 12.0% 9.8% 15.4% 12.5%
Payer : Self-pay 12.5% 15.2% 14.0% 15.7% 13.5% 12.5%
Race : White 14.3% 13.0% 16.0% 11.8% 9.6% 12.5%
Race : Black 12.5% 13.0% 12.0% 15.7% 13.5% 14.6%
Race : Hispanic 12.5% 10.9% 14.0% 13.7% 13.5% 14.6%
Race : Asian or Pacific Islander 14.3% 15.2% 14.0% 11.8% 13.5% 10.4%
Race : Native American 12.5% 13.0% 12.0% 13.7% 17.3% 14.6%
Race : Other 14.3% 13.0% 14.0% 13.7% 11.5% 14.6%
Race : Race missing, unknown 14.3% 13.0% 14.0% 13.7% 15.4% 14.6%
Age Distribution
Age Count
20 - 39 80
100 - 119 50
40 - 59 390
60 - 79 1090
80 - 99 1410
Mean age First quartile Median Third quartile
75.73 years 66 years 79 years 88 years
45 >= Age > 20 65 >= Age > 45 85 >= Age > 65 Age > 85
Count 150 590 1310 980
Sex : Male 53.3% 57.6% 47.3% 42.9%
Sex : Female 40.0% 42.4% 51.9% 56.1%
Source : Another hospital 20.0% 16.9% 15.3% 16.3%
Source : Another health facility including LTC 13.3% 15.3% 16.0% 16.3%
Source : Emergency department 13.3% 16.9% 15.3% 14.3%
Source : Unknown 0% 15.3% 16.8% 14.3%
Source : Court/Law enforcement 13.3% 13.6% 18.3% 19.4%
Source : Routine, birth, etc 13.3% 20.3% 16.0% 17.3%
Disposition : Routine 40.0% 32.2% 18.3% 8.2%
Disposition : Transfer to short-term hospital 0% 3.4% 3.8% 3.1%
Disposition : Died in hospital 13.3% 25.4% 28.2% 35.7%
Disposition : Transfer other SNF, ICF, etc. 0% 15.3% 29.8% 38.8%
Disposition : Home Health Care 20.0% 18.6% 16.8% 11.2%
Payer : Medicare 0% 11.9% 14.5% 14.3%
Payer : Medicaid 13.3% 16.9% 13.7% 14.3%
Payer : Private insurance 13.3% 13.6% 15.3% 15.3%
Payer : Self-pay 0% 13.6% 13.7% 14.3%
Payer : Other payer 0% 13.6% 12.2% 13.3%
Payer : Unknown payer 13.3% 11.9% 13.7% 13.3%
Payer : No charge 13.3% 13.6% 13.7% 11.2%
Race : White 13.3% 11.9% 13.7% 13.3%
Race : Black 13.3% 13.6% 13.7% 14.3%
Race : Hispanic 13.3% 13.6% 13.7% 13.3%
Race : Asian or Pacific Islander 13.3% 13.6% 13.0% 14.3%
Race : Native American 13.3% 13.6% 14.5% 15.3%
Race : Other 0% 13.6% 15.3% 12.2%
Race : Race missing, unknown 0% 16.9% 14.5% 14.3%
Procedure Distribution
Procedure Code Description Count
P3891 Arterial catheterization 130
P598 Ureteral catheterization 30
P4525 Closed [endoscopic] biopsy of large intestine 30
P8703 Computerized axial tomography of head 30
P5185 Endoscopic sphincterotomy and papillotomy 20
P5491 Percutaneous abdominal drainage 60
P9962 Other electric countershock of heart 20
P9955 Prophylactic administration of vaccine against other diseases 30
P8801 Computerized axial tomography of abdomen 60
P4311 Percutaneous [endoscopic] gastrostomy [PEG] 80
P8604 Other incision with drainage of skin and subcutaneous tissue 30
P9604 Insertion of endotracheal tube 590
P9915 Parenteral infusion of concentrated nutritional substances 110
P0017 Infusion of vasopressor agent 80
P966 Enteral infusion of concentrated nutritional substances 40
P8872 Diagnostic ultrasound of heart 210
P3995 Hemodialysis 120
P9921 Injection of antibiotic 100
P8628 Nonexcisional debridement of wound, infection or burn 20
P9960 Cardiopulmonary resuscitation, not otherwise specified 130
P5794 Insertion of indwelling urinary catheter 40
P0331 Spinal tap 90
P9904 Transfusion of packed cells 630
P4513 Other endoscopy of small intestine 50
P8877 Diagnostic ultrasound of peripheral vascular system 40
P3404 Insertion of intercostal catheter for drainage 30
P3893_2 Venous catheterization, not elsewhere classified 2nd 140
P8191 Arthrocentesis 20
P3893 Venous catheterization, not elsewhere classified 3040
P9905 Transfusion of platelets 70
P3491 Thoracentesis 60
P8876 Diagnostic ultrasound of abdomen and retroperitoneum 20
P5091 Percutaneous aspiration of liver 20
P3895 Venous catheterization for renal dialysis 70
P8741 Computerized axial tomography of thorax 20
P4523 Colonoscopy 30
P9607 Insertion of other (naso-)gastric tube 20
P3324 Closed [endoscopic] biopsy of bronchus 50
P4516 Esophagogastroduodenoscopy [EGD] with closed biopsy 70
P9671 Continuous invasive mechanical ventilation for less than 96 consecutive hours 610
P9390 Non-invasive mechanical ventilation 170
P9907 Transfusion of other serum 150
DRG Distribution
DRG Code Description Count
DG576 DRG V24 : SEPTICEMIA W/O MV 96+ HOURS AGE >17 3040
Diagnosis Distribution
Diagnosis Code Description Primary POA All
D78791 Diarrhea 0 0 40
D25002 Diabetes mellitus without mention of complication, type II or unspecified type, uncontrolled 0 0 20
D25000 Diabetes mellitus without mention of complication, type II or unspecified type, not stated as uncontrolled 0 0 230
D32723 Obstructive sleep apnea (adult)(pediatric) 0 0 20
D78552 Septic shock 0 0 380
D00845 Intestinal infection due to Clostridium difficile 0 0 50
D5859 Chronic kidney disease, unspecified 0 0 110
D4280 Congestive heart failure, unspecified 0 0 190
D5589 Other and unspecified noninfectious gastroenteritis and colitis 0 0 20
D59010 Acute pyelonephritis without lesion of renal medullary necrosis 0 0 20
D99592 Severe sepsis 0 0 550
D6826 Cellulitis and abscess of leg, except foot 0 0 60
D2859 Anemia, unspecified 0 0 210
D43820 Late effects of cerebrovascular disease, hemiplegia affecting unspecified side 0 0 30
D34590 Epilepsy, unspecified, without mention of intractable epilepsy 0 0 20
D30390 Other and unspecified alcohol dependence, unspecified 0 0 20
DV090 Infection with microorganisms resistant to penicillins 0 0 40
D4210 Acute and subacute bacterial endocarditis 0 0 20
D2720 Pure hypercholesterolemia 0 0 30
DV4581 Aortocoronary bypass status 0 0 40
D5849 Acute kidney failure, unspecified 0 0 340
D2724 Other and unspecified hyperlipidemia 0 0 180
DV4582 Percutaneous transluminal coronary angioplasty status 0 0 20
DV1582 Personal history of tobacco use 0 0 100
D5180 Pulmonary collapse 0 0 40
D60000 Hypertrophy (benign) of prostate without urinary obstruction and other lower urinary tract symptom (LUTS) 0 0 50
D49390 Asthma, unspecified type, unspecified 0 0 30
D2639 Unspecified protein-calorie malnutrition 0 0 80
D3320 Paralysis agitans 0 0 20
D70722 Pressure ulcer, stage II 0 0 20
D5601 Paralytic ileus 0 0 20
D591 Hydronephrosis 0 0 20
D71590 Osteoarthrosis, unspecified whether generalized or localized, site unspecified 0 0 50
DV4986 Do not resuscitate status 0 0 20
D2738 Other disorders of plasma protein metabolism 0 0 30
D25060 Diabetes with neurological manifestations, type II or unspecified type, not stated as uncontrolled 0 0 20
D03849 Other septicemia due to gram-negative organisms 160 0 40
DV667 Encounter for palliative care 0 0 80
D78039 Other convulsions 0 0 20
D49121 Obstructive chronic bronchitis with (acute) exacerbation 0 0 30
D03843 Septicemia due to pseudomonas 30 0 0
D03842 Septicemia due to escherichia coli [E. coli] 280 0 100
D03840 Septicemia due to gram-negative organism, unspecified 40 0 0
D4589 Hypotension, unspecified 0 0 70
D33829 Other chronic pain 0 0 20
D34831 Metabolic encephalopathy 0 0 30
D42731 Atrial fibrillation 0 0 210
D78959 Other ascites 0 0 20
D5070 Pneumonitis due to inhalation of food or vomitus 0 0 120
D7907 Bacteremia 50 0 20
D79902 Hypoxemia 0 0 50
D4275 Cardiac arrest 0 0 40
D2809 Iron deficiency anemia, unspecified 0 0 20
D4271 Paroxysmal ventricular tachycardia 0 0 20
D79029 Other abnormal glucose 0 0 20
D27801 Morbid obesity 0 0 30
D27800 Obesity, unspecified 0 0 40
D5939 Unspecified disorder of kidney and ureter 0 0 40
D42789 Other specified cardiac dysrhythmias 0 0 80
D5119 Unspecified pleural effusion 0 0 50
D4168 Other chronic pulmonary heart diseases 0 0 20
D496 Chronic airway obstruction, not elsewhere classified 0 0 100
D4241 Aortic valve disorders 0 0 20
D4240 Mitral valve disorders 0 0 20
D3310 Alzheimer's disease 0 0 60
D41071 Subendocardial infarction, initial episode of care 0 0 40
D27541 Hypocalcemia 0 0 20
DV441 Gastrostomy status 0 0 30
D56400 Constipation, unspecified 0 0 30
D4254 Other primary cardiomyopathies 0 0 30
D2767 Hyperpotassemia 0 0 80
D486 Pneumonia, organism unspecified 0 0 260
D2762 Acidosis 0 0 190
D481 Pneumococcal pneumonia [Streptococcus pneumoniae pneumonia] 0 0 20
D2760 Hyperosmolality and/or hypernatremia 0 0 60
D2761 Hyposmolality and/or hyponatremia 0 0 100
D2948 Other persistent mental disorders due to conditions classified elsewhere 0 0 90
D2768 Hypopotassemia 0 0 160
D04111 Methicillin susceptible Staphylococcus aureus in conditions classified elsewhere and of unspecified site 0 0 20
D5853 Chronic kidney disease, Stage III (moderate) 0 0 30
D03810 Staphylococcal septicemia, unspecified 20 0 0
D03811 Methicillin susceptible Staphylococcus aureus septicemia 220 0 70
D03812 Methicillin resistant Staphylococcus aureus septicemia 60 0 0
D4019 Unspecified essential hypertension 0 0 360
D5990 Urinary tract infection, site not specified 0 0 330
D03819 Other staphylococcal septicemia 50 0 0
D570 Acute and subacute necrosis of liver 0 0 30
D2866 Defibrination syndrome 0 0 30
D29410 Dementia in conditions classified elsewhere without behavioral disturbance 0 0 40
D27651 Dehydration 0 0 200
D2869 Other and unspecified coagulation defects 0 0 20
D40390 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage I through stage IV, or unspecified 0 0 120
D40391 Hypertensive chronic kidney disease, unspecified, with chronic kidney disease stage V or end stage renal disease 0 0 30
D28521 Anemia in chronic kidney disease 0 0 20
D5789 Hemorrhage of gastrointestinal tract, unspecified 0 0 40
D28529 Anemia of other chronic disease 0 0 40
D2753 Disorders of phosphorus metabolism 0 0 20
D2752 Disorders of magnesium metabolism 0 0 40
D311 Depressive disorder, not elsewhere classified 0 0 50
D5845 Acute kidney failure with lesion of tubular necrosis 0 0 70
D04104 Streptococcus infection in conditions classified elsewhere and of unspecified site, streptococcus, group D [Enterococcus] 0 0 20
D0382 Pneumococcal septicemia [Streptococcus pneumoniae septicemia] 60 0 20
D0414 Escherichia coli [E. coli] infection in conditions classified elsewhere and of unspecified site 0 0 60
D2875 Thrombocytopenia, unspecified 0 0 100
D2449 Unspecified acquired hypothyroidism 0 0 120
D0383 Septicemia due to anaerobes 20 0 0
DV5861 Long-term (current) use of anticoagulants 0 0 40
D99591 Sepsis 0 0 390
DV5867 Long-term (current) use of insulin 0 0 30
DV5866 Long-term (current) use of aspirin 0 0 30
D51881 Acute respiratory failure 0 0 270
DV1254 Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits 0 0 40
D73300 Osteoporosis, unspecified 0 0 40
DV1251 Personal history of venous thrombosis and embolism 0 0 20
D3051 Tobacco use disorder 0 0 90
D2749 Gout, unspecified 0 0 20
D53081 Esophageal reflux 0 0 70
D59080 Pyelonephritis, unspecified 0 0 20
D5533 Diaphragmatic hernia without mention of obstruction or gangrene 0 0 20
D41401 Coronary atherosclerosis of native coronary artery 0 0 100
D41400 Coronary atherosclerosis of unspecified type of vessel, native or graft 0 0 40
D70709 Pressure ulcer, other site 0 0 20
D78820 Retention of urine, unspecified 0 0 30
D56210 Diverticulosis of colon (without mention of hemorrhage) 0 0 30
D28860 Leukocytosis, unspecified 0 0 20
DV4501 Cardiac pacemaker in situ 0 0 40
D70703 Pressure ulcer, lower back 0 0 70
D0380 Streptococcal septicemia 220 0 90
D70707 Pressure ulcer, heel 0 0 20
D70705 Pressure ulcer, buttock 0 0 30
D78720 Dysphagia, unspecified 0 0 20
D0388 Other specified septicemias 50 0 20
D0389 Unspecified septicemia 1690 0 570
D412 Old myocardial infarction 0 0 40
D72888 Rhabdomyolysis 0 0 20
External Causes Distribution
External Cause Code Description Count
EE9320 Adrenal cortical steroids causing adverse effects in therapeutic use 30
EE8497 Accidents occurring in residential institution 210
EE8889 Unspecified fall 20
EE9289 Unspecified accident 30
EE9331 Antineoplastic and immunosuppressive drugs causing adverse effects in therapeutic use 40
EE9342 Anticoagulants causing adverse effects in therapeutic use 20
EE8490 Accident in home 150
EE8499 Accidents occurring in unspecified place 70
EE8798 Other specified procedures as the cause of abnormal reaction of patient, or of later complication, without mention of misadventure at time of procedure 30
EE8498 Accidents occurring in other specified places 20